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Manufacturing Case Studies

Every engagement tagged Manufacturing — the team that ran it, the stack it was built on and what changed.

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Manufacturing

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4 case studies

The TractorIQ predictive maintenance dashboard on a laptop, showing engine speed, oil temperature and coolant dials.Manufacturing

Smart Predictive Maintenance for Tractors: Bringing AI to the Service Bay

An AI-powered predictive maintenance solution that predicts equipment health, optimizes maintenance schedules, and brings legacy tractors into a unified intelligent monitoring platform.

45%Faster component issue detection35%Reduction in unplanned downtime risk
The AIVA data assistant open on a laptop, showing search results beside New Search, Search History, Upload Data and All Uploads actions.Manufacturing

Building an AI Data Assistant for a Global CPG Leader

DigiWagon built a production-grade RAG platform for a global CPG leader, using Azure AI to help R&D and compliance teams quickly search, synthesise, and generate insights from millions of scattered documents.

70%Faster information retrieval60%Reduction in manual knowledge discovery
The NQBPL production and wages dashboard shown as a stack of layered screens on a green ground.Manufacturing

NQBPL Wages Platform: Digitizing Production & Workforce Management

Unified manufacturing operations into a single platform for real-time production tracking and automated wage management, enabling greater efficiency, transparency, and scalability across locations.

55%Faster wage calculation50%Reduction in manual payroll effort
Production intelligence flow linking active sites, equipment, risk alerts and operational insights to smarter decisions.Manufacturing

Mining Intelligence: Automating Insights Below the Surface

An AI/ML-enabled prediction engine connecting plant data to automated forecasts, reducing human error, speeding up decisions, and scaling seamlessly across plants.

45%Faster insight discovery35%Reduction in manual analysis effort

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